# Ornith-1.0-9B vs Qwen3.6-35B-A3B

> Side-by-side benchmark comparison for Ornith-1.0-9B and Qwen3.6-35B-A3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ornith-1-0-9b-vs-qwen3-6-35b-a3b
- Last updated: September 27, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick Qwen3.6-35B-A3B if you want the stronger benchmark profile. Ornith-1.0-9B only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.6-35B-A3B leads overall 41.88 to 39.
- The biggest single benchmark swing is SWE Multilingual in Coding, with scores of 52% and 67.2%.
- Qwen3.6-35B-A3B also has the larger context window at 262K.

## Model Snapshot

| Property | Ornith-1.0-9B | Qwen3.6-35B-A3B |
|----------|----------|----------|
| Creator | DeepReinforce AI | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 262K |
| Overall Score | null | 41.88 |
| Benchmarks Covered | 7 | 41 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 29.6 (Estimated · #67/105)

| Benchmark | Ornith-1.0-9B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 43.1% | Coming soon | Coming soon |
| Claw-Eval | 63.1% | 68.7% | Qwen3.6-35B-A3B |
| Terminal-Bench 2.0 | Coming soon | 51.5% | Coming soon |
| QwenClawBench | Coming soon | 52.6% | Coming soon |
| QwenWebBench | Coming soon | 1397 | Coming soon |
| τ³-bench results | Coming soon | 67.2% | Coming soon |
| VITA-Bench | Coming soon | 35.6% | Coming soon |
| DeepPlanning | Coming soon | 25.9% | Coming soon |
| Toolathlon | Coming soon | 26.9% | Coming soon |
| MCP Atlas | Coming soon | 62.8% | Coming soon |
| WideResearch | Coming soon | 60.1% | Coming soon |
| Gert Labs | Coming soon | 42.65% | Coming soon |

### Coding

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 36.4 (Estimated · #68/135)

| Benchmark | Ornith-1.0-9B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 69.4% | 73.4% | Qwen3.6-35B-A3B |
| SWE-bench Pro | 42.9% | 49.5% | Qwen3.6-35B-A3B |
| SWE Multilingual | 52% | 67.2% | Qwen3.6-35B-A3B |
| NL2Repo | 27.2% | 29.4% | Qwen3.6-35B-A3B |
| Terminal-Bench 2.1 | 43.1% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 51.5% | Coming soon |
| LiveCodeBench | Coming soon | 80.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 71.4 (Unranked · 2 rankable rows)

### Multimodal & Grounded

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 50 (#39/50)

| Benchmark | Ornith-1.0-9B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | Coming soon | 81.7% | Coming soon |
| MMMU-Pro | Coming soon | 75.3% | Coming soon |
| RealWorldQA | Coming soon | 85.3% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 89.9% | Coming soon |
| CharXiv | Coming soon | 78% | Coming soon |
| SimpleVQA | Coming soon | 58.9% | Coming soon |
| CC-OCR | Coming soon | 81.9% | Coming soon |
| AI2D_TEST | Coming soon | 92.7% | Coming soon |
| RefCOCO (avg) | Coming soon | 92.0% | Coming soon |
| ODINW13 | Coming soon | 50.8% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 86.6% | Coming soon |
| Video-MME (w/o subtitle) | Coming soon | 82.5% | Coming soon |
| VideoMMMU | Coming soon | 83.7% | Coming soon |
| MLVU (M-Avg) | Coming soon | 86.2% | Coming soon |

### Knowledge

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 42.1 (Estimated · #82/158)

| Benchmark | Ornith-1.0-9B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | Coming soon | 85.2% | Coming soon |
| SuperGPQA | Coming soon | 64.7% | Coming soon |
| C-Eval | Coming soon | 90% | Coming soon |
| GPQA | Coming soon | 86% | Coming soon |
| HLE | Coming soon | 21.4% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 76.8 (#57/124)

### Mathematics

- Winner: Not comparable
- Ornith-1.0-9B public-lane score: Coming soon
- Qwen3.6-35B-A3B public-lane score: 70.7 (Unranked · 5 rankable rows)

| Benchmark | Ornith-1.0-9B | Qwen3.6-35B-A3B | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2025 | Coming soon | 90.7% | Coming soon |
| HMMT Nov 2025 | Coming soon | 89.1% | Coming soon |
| HMMT Feb 2026 | Coming soon | 83.6% | Coming soon |
| MMAnswerBench | Coming soon | 78.9% | Coming soon |
| AIME26 | Coming soon | 92.7% | Coming soon |

## FAQ

### Which is better overall, Ornith-1.0-9B or Qwen3.6-35B-A3B?

Qwen3.6-35B-A3B is ahead overall on BenchLM right now.

### How many benchmarks does Ornith-1.0-9B cover on BenchLM?

Ornith-1.0-9B currently has 7 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.6-35B-A3B cover on BenchLM?

Qwen3.6-35B-A3B currently has 41 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Ornith-1.0-9B vs Ornith-1.0-397B](/compare/ornith-1-0-397b-vs-ornith-1-0-9b)
- [Qwen3.6-35B-A3B vs Ornith-1.0-397B](/compare/ornith-1-0-397b-vs-qwen3-6-35b-a3b)
- [Ornith-1.0-9B vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-ornith-1-0-9b)
- [Qwen3.6-35B-A3B vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-qwen3-6-35b-a3b)

## Explore More

- [Ornith-1.0-9B profile](/models/ornith-1-0-9b)
- [Qwen3.6-35B-A3B profile](/models/qwen3-6-35b-a3b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)